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geo-fundamentals

Audit public web pages for generative AI citation readiness factors.

1|Updated May 6, 2026
Search Tags:#structured data#content optimization#seo#geo#ai search#citation readiness
One-click install
npx skills add https://github.com/ag47-pt/Website --skill geo-fundamentals-ag47-pt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-fundamentals
Source: https://github.com/ag47-pt/Website/tree/main/.claude/skills/geo-fundamentals
Command: npx skills add https://github.com/ag47-pt/Website --skill geo-fundamentals-ag47-pt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps websites improve their visibility in AI-generated answers by optimizing content for citation readiness across generative search engines.

Core Features & Use Cases

  • GEO Strategy Guidance: Provides frameworks for improving AI citation potential through structured content, entity signals, and authoritative information.
  • AI Readiness Auditing: Includes a checker that evaluates public web pages for schemas, headings, authorship, freshness, FAQs, and other GEO factors.
  • Use Case: Analyze a Next.js website before launch to identify missing structured data and content improvements that can increase the likelihood of being referenced by AI search tools.

Quick Start

Use the geo-fundamentals skill to audit this website project for AI citation readiness and identify GEO improvements.

Frequently Asked Questions about geo-fundamentals

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize my website content for AI search citations?▼

AI readiness auditing evaluates public web pages for schemas, headings, authorship, freshness, FAQs, and other GEO factors to determine how effectively generative AI search tools can retrieve and reference your content.

What's the best way to audit a Next.js website for AI citation readiness?▼

The best way to audit a Next.js website for AI citation readiness is to analyze the project structure to identify missing structured data and content improvements that increase the likelihood of being referenced by AI search tools.

What is GEO and how does it improve AI search visibility?▼

GEO, or Generative Engine Optimization, provides frameworks for improving AI citation potential by enhancing structured content, entity signals, and authoritative information across web pages for generative search engines.

Do I need structured data and schemas for generative search optimization?▼

Yes, structured data and schemas are required for generative search optimization because they provide the metadata signals and entity information that generative AI engines evaluate when retrieving content for generated answers.

What specific content elements influence AI retrieval in generative search?▼

Content elements that influence AI retrieval include page structure, metadata signals, entity information, headings, authorship details, content freshness, and FAQs provided on public web pages.

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